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30 Days of Daily Automation. The Bot Improved the Wrong Pages.

DEV Community·Aimiten·30 days ago
#ylyYRODG
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The daily automation has been running for 30 consecutive days. One calculator page per day, every day since April 3rd — verified benchmarks, worked examples, internal links added, body content rewritten. 28 different pages touched. This week I pulled the GSC data to see what actually happened. 8 of those pages don't appear in the 200-page snapshot of the last 28 days. Not low impressions. Absent entirely. The automation ran every day, made measurable improvements, and spent most of its effort on pages Google isn't showing to anyone. The setup The routine picks a calculator from a queue, fetches the current page, asks Claude to add verified benchmarks and worked examples, commits the result. Runs at 9 PM UTC. Has not missed a day since April 3. This week's batch: NOI (Apr 26), DSCR (Apr 27), Cash-on-Cash Return (Apr 28), GRM (Apr 29), Occupancy Rate (Apr 30), WACC (May 1), CPC (May 2). All real estate and finance metrics.…

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